Hao Zhang

25 papers C 4Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Anterior mediastinal nodular lesion segmentation from chest computed tomography imaging using UNet based neural network with attention mechanisms.
Multim. Tools Appl.
Yi Wang, Won Gi Jeong, Hao Zhang, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2024 J jnl
Decoder Reduction Approximation Scheme for Booth Multipliers.
IEEE Trans. Computers
Muhammad Hamis Haider, Hao Zhang, Seok-Bum Ko
2024 C conf
Energy Efficient FPGA-Based Binary Transformer Accelerator for Edge Devices.
ISCAS
Congpeng Du, Seok-Bum Ko, Hao Zhang
2024 J jnl
Merge Loss Calculation Method for Highly Imbalanced Data Multiclass Classification.
IEEE Trans. Neural Networks Learn. Syst.
Zehua Du, Hao Zhang, Zhiqiang Wei, Yuanyuan Zhu, Jiali Xu, Xianqing Huang, Bo Yin
2023 — conf
Construction of Hardware Course Group in New Engineering Computer Specialty Facing Complex Engineering Problems.
ACM TUR-C
Yongguo Jiang, Haipeng Qu, Hao Su, Hao Zhang
2023 J jnl
Efficient Approximate Posit Multipliers for Deep Learning Computation.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Hao Zhang, Seok-Bum Ko
2022 — ch.
Approximate Computing for Efficient Neural Network Computation: A Survey.
Approximate Computing
Hao Zhang, Mohammadreza Asadikouhanjani, Jie Han, Deivalakshmi Subbian, Seok-Bum Ko
2022 — ch.
Efficient Approximate DNN Accelerators for Edge Devices: An Experimental Study.
Approximate Computing
Mohammadreza Asadikouhanjani, Hao Zhang, Kyunghwan Cho, Young-Jin Park, Seok-Bum Ko
2022 J jnl
Segmentation for document layout analysis: not dead yet.
Int. J. Document Anal. Recognit.
Logan Markewich, Hao Zhang, Yubin Xing, Navid Lambert-Shirzad, Zhexin Jiang, Roy Ka-Wei Lee, Zhi Li, Seok-Bum Ko
2022 J jnl
Variable-Precision Approximate Floating-Point Multiplier for Efficient Deep Learning Computation.
IEEE Trans. Circuits Syst. II Express Briefs
Hao Zhang, Seok-Bum Ko
2021 J jnl
A Real-Time Architecture for Pruning the Effectual Computations in Deep Neural Networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Mohammadreza Asadikouhanjani, Hao Zhang, Gopalakrishnan Lakshminarayanan, Hyuk-Jae Lee, Seok-Bum Ko
2021 C conf
Efficient Multiple-Precision Posit Multiplier.
ISCAS
Hao Zhang, Seok-Bum Ko
2021 J jnl
Energy efficient spiking neural network processing using approximate arithmetic units and variable precision weights.
J. Parallel Distributed Comput.
Yi Wang, Hao Zhang, Kwang-Il Oh, Jae-Jin Lee, Seok-Bum Ko
2020 J jnl
Design of Power Efficient Posit Multiplier.
IEEE Trans. Circuits Syst. II Express Briefs
Hao Zhang, Seok-Bum Ko
2020 J jnl
New Flexible Multiple-Precision Multiply-Accumulate Unit for Deep Neural Network Training and Inference.
IEEE Trans. Computers
Hao Zhang, Dongdong Chen, Seok-Bum Ko
2020 J jnl
Novel convolutional neural network architecture for improved pulmonary nodule classification on computed tomography.
Multidimens. Syst. Signal Process.
Yi Wang, Hao Zhang, Kum Ju Chae, Younhee Choi, Gong Yong Jin, Seok-Bum Ko
2019 J jnl
Efficient Multiple-Precision Floating-Point Fused Multiply-Add with Mixed-Precision Support.
IEEE Trans. Computers
Hao Zhang, Dongdong Chen, Seok-Bum Ko
2019 C conf
Efficient Posit Multiply-Accumulate Unit Generator for Deep Learning Applications.
ISCAS
Hao Zhang, Jiongrui He, Seok-Bum Ko
2019 J jnl
Efficient spiking neural network training and inference with reduced precision memory and computing.
IET Comput. Digit. Tech.
Yi Wang, Karim Shahbazi, Hao Zhang, Kwang-Il Oh, Jae-Jin Lee, Seok-Bum Ko
2019 — conf
Improved Hybrid Memory Cube for Weight-Sharing Deep Convolutional Neural Networks.
AICAS
Hao Zhang, Jiongrui He, Seok-Bum Ko
2018 C conf
Efficient Fixed/Floating-Point Merged Mixed-Precision Multiply-Accumulate Unit for Deep Learning Processors.
ISCAS
Hao Zhang, Hyuk Jae Lee, Seok-Bum Ko
2018 J jnl
High performance and energy efficient single-precision and double-precision merged floating-point adder on FPGA.
IET Comput. Digit. Tech.
Hao Zhang, Dongdong Chen, Seok-Bum Ko
2018 J jnl
Retinal blood vessel segmentation using fully convolutional network with transfer learning.
Comput. Medical Imaging Graph.
Zhexin Jiang, Hao Zhang, Yi Wang, Seok-Bum Ko
2017 J jnl
Area- and power-efficient iterative single/double-precision merged floating-point multiplier on FPGA.
IET Comput. Digit. Tech.
Hao Zhang, Dongdong Chen, Seok-Bum Ko
2016 J jnl
Decimal floating-point fused multiply-add with redundant internal encodings.
IET Comput. Digit. Tech.
Liu Han, Hao Zhang, Seok-Bum Ko